Tutorials

Quickstart Examples

Classifying MNIST with a Hierarchical PCN

This example goes over building a discriminative hierarchical predictive coding network (PCN), and training it to classify the MNIST dataset. It covers the basic concepts of PCNs and how training them differs from training a feedforward neural network (FNN) using backpropagation.